{"id":"W4363651465","doi":"10.3389/fped.2023.1149477","title":"Trajectory of hearing loss in children with unilateral hearing loss","year":2023,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Agricultural Research Institute of Ontario; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hearing loss; Audiology; Etiology; Population; Cohort; Logistic regression; Unilateral hearing loss; Hearing level; Cohort study; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006122024,0.0001869087,0.0002419514,0.0007851042,0.0004020971,0.0006721177,0.0004424639,0.0003136449,0.001486126],"category_scores_gemma":[0.002891557,0.0001766377,0.0004092722,0.000855462,0.0002837862,0.0005898519,0.0007773689,0.0005098437,0.0002995841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007368982,"about_ca_system_score_gemma":0.0006898308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02163116,"about_ca_topic_score_gemma":0.01982821,"domain_scores_codex":[0.9995696,0.00005925405,0.00004257746,0.0001000218,0.0001203523,0.0001081746],"domain_scores_gemma":[0.9984577,0.0001463329,0.0009822455,0.00005099753,0.0002081163,0.000154646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002220837,0.000005302752,0.9983429,0.000006304589,0.000007312035,0.00007780159,0.0001147055,0.00005800861,0.00008478716,0.00001274546,0.00003567578,0.00123222],"study_design_scores_gemma":[6.889506e-7,0.0000252765,0.9990504,0.00000795783,0.000004484556,0.0004276625,0.0001935799,0.0001060412,0.00005814313,0.00001668746,0.0001067082,0.000002285261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986688,0.0002818964,0.0001146747,0.00005784571,0.000001996563,0.000004812045,0.0005751686,0.000007351059,0.0002873787],"genre_scores_gemma":[0.998817,0.0002195383,0.0001921295,0.00001253762,0.000002723041,0.000006408159,0.0006159676,0.000002704269,0.0001309973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02163116,"threshold_uncertainty_score":0.04301047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153487664932031,"score_gpt":0.2485842118924551,"score_spread":0.2270493352431348,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}